CD4 and neoplasm: The proportions of CD4 memory T cells, CD8 T cells, activated B cells, Memory B cells, and Macro_Mono in the TLSHigh group were significantly increased, while the proportions of epithelial tumor cells and CAF were notably decreased (Figure 5D).